Morphology on DermoBench Morphology benchmark leaderboard · SOTA2 Research

Morphology on DermoBench Morphology

73.36T1.1 Desc ScoreHuman Performance

Evaluation Results

Method	Links
Human Performance2026.01		73.36	79.27	83	92	81.9
Qwen3-VL-32B2026.01		50.3	57.43	46.15	60.67	53.64
DermoGPT-RL + CCT2026.01		44.76	60.33	56.94	77.22	59.81
DermoGPT-RL2026.01		43.93	59.29	56.53	76.67	59.1
DermoGPT-SFT + CCT2026.01		43.49	50.96	54.1	75.92	56.12
DermoGPT-SFT2026.01		41.74	49.11	53.69	75.56	55.02
Gemini-2.5-Flash2026.01		40.08	53.48	39.28	66.59	49.86
GLM-4.5V2026.01		36.85	42.75	45.5	52.03	44.28
Claude-Sonnet-4.5-Thinking2026.01		36.75	55.9	29.73	59.2	45.4
GPT-4o-mini2026.01		34.55	51.8	41.19	61.09	47.16
Qwen3-VL-8B (Base)2026.01		33.18	46.05	40.43	62.06	45.43
Llama-3.2-90B2026.01		28.2	44.43	35.84	49.19	39.41
Qwen2.5-VL-72B2026.01		27.97	49.35	52.91	60.51	47.69
SkinVL-PubMM2026.01		27.82	42.63	43.62	61.31	43.84
LLaVA-Med-v1.52026.01		23.07	29.73	40.15	56.42	37.34
QVQ-72B-Preview2026.01		22.38	41.02	49.77	59.2	43.09
Nemotron-Nano2026.01		18.93	29.09	38.72	59.2	36.49
HuatuoGPT-Vis-7B2026.01		18.15	34.5	33.82	38.15	31.15
Lingshu-7B2026.01		16.44	40.74	43.92	46.08	36.8
Lingshu-32B2026.01		14.94	44.85	43.47	52.39	38.91
Llama-3.2-11B2026.01		12.33	38.48	39.13	29.93	29.97